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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2024.1397102</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Educating the next generation of psychiatrists in the use of clinical neuromodulation therapies: what should all psychiatry residents know?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Menon</surname>
<given-names>Sahit N.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Torrico</surname>
<given-names>Tyler</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/762742"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Luber</surname>
<given-names>Bruce</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Gindoff</surname>
<given-names>Brian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Cullins</surname>
<given-names>Lisa</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Regenold</surname>
<given-names>William</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1093725"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Lisanby</surname>
<given-names>Sarah H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1285910"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Noninvasive Neuromodulation Unit, Experimental Therapeutics and Pathophysiology Branch, National Institute of Mental Health</institution>, <addr-line>Bethesda, MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Emotion and Development Branch, National Institute of Mental Health</institution>, <addr-line>Bethesda, MD</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Albino J. Oliveira-Maia, Champalimaud Foundation, Portugal</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Emmanuel Poulet, INSERM U1028 Centre de Recherche en Neurosciences de Lyon, France</p>
<p>Fabiana Ventura, Coimbra Hospital and University Center, Portugal</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Sahit N. Menon, <email xlink:href="mailto:sahitmenon@ucsd.edu">sahitmenon@ucsd.edu</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1397102</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Menon, Torrico, Luber, Gindoff, Cullins, Regenold and Lisanby</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Menon, Torrico, Luber, Gindoff, Cullins, Regenold and Lisanby</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>A variety of neuromodulation treatments are available today and more are on the way, but are tomorrow&#x2019;s psychiatrists prepared to incorporate these tools into their patients&#x2019; care plans? This article addresses the need for training in clinical neuromodulation for general psychiatry trainees. To ensure patient access to neuromodulation treatments, we believe that general psychiatrists should receive adequate education in a spectrum of neuromodulation modalities to identify potential candidates and integrate neuromodulation into their multidisciplinary care plans. We propose curricular development across the four FDA-cleared modalities currently available in psychiatric practice: electroconvulsive therapy (ECT), transcranial magnetic stimulation (TMS), deep brain stimulation (DBS), and vagus nerve stimulation (VNS). With a focus on psychiatry residency training, the article delineates core learning components for each neuromodulation technique. For each modality, we review the clinical training status, the respective FDA-cleared indications, mechanisms of action, clinical indications and contraindications, adverse effects, informed consent process, dosing considerations, and clinical management guidelines. The approach outlined in this article aims to contribute to the development of a well-rounded generation of psychiatry trainees with the capacity to navigate the growing field of neuromodulation. Whether or not a psychiatrist specializes in delivering neuromodulation therapies themselves, it is incumbent on all psychiatrists to be able to identify patients who should be referred to neuromodulation therapies, and to provide comprehensive patient care before, during and after clinical neuromodulation interventions to optimize outcomes and prevent relapse.</p>
</abstract>
<kwd-group>
<kwd>psychiatry residency</kwd>
<kwd>neuromodulation</kwd>
<kwd>TMS</kwd>
<kwd>ECT</kwd>
<kwd>DBS</kwd>
<kwd>VNS</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="62"/>
<page-count count="8"/>
<word-count count="3255"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Neurostimulation</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Neuromodulation interventions have long been a core part of psychiatric practice. For example, electroconvulsive therapy (ECT) has been in clinical use since the early 20<sup>th</sup> Century. Today, these interventions have expanded to include transcranial magnetic stimulation (TMS), deep brain stimulation (DBS), and vagus nerve stimulation (VNS), each of which is cleared by the Food and Drug Administration (FDA) for the treatment of psychiatric disorders. As device-based therapies expand, future psychiatrists must be equipped to integrate these interventions into treatment plans.</p>
<p>Currently, the Accreditation Council for Graduate Medical Education (ACGME) guidelines on neuromodulation competencies in psychiatry residency consist of a single sentence: &#x201c;indications for and uses of electroconvulsive and neuromodulation therapies (<xref ref-type="bibr" rid="B1">1</xref>).&#x201d; This leaves training programs limited guidance on how to structure neuromodulation training in psychiatry residency.</p>
<p>While other articles discuss the potential role for a subspecialty in interventional psychiatry (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>), we focus on what every psychiatrist should know about neuromodulation therapies. We propose that knowledge in neuromodulation techniques should be integrated into general psychiatry residency. Having foundational knowledge of neuromodulation techniques in residency will equip psychiatry trainees with procedural knowledge, empower them to refer patients for neuromodulation when appropriate, and help them understand how to manage patients before, during and after neuromodulation interventions to sustain remission and to prevent relapse.</p>
<p>The 2010 American Psychiatric Association (APA) practice guidelines for treatment of major depressive disorder (MDD) in adults includes ECT and TMS as acute phase treatment modalities. VNS is cited as an option after inadequate response to at least four adequate trials of antidepressants, including ECT (<xref ref-type="bibr" rid="B4">4</xref>). In 2016, the Canadian Network for Mood and Anxiety Treatments (CANMAT), published clinical guidelines for management of adults with MDD, which includes ECT, TMS, DBS, VNS, magnetic seizure therapy (MST) and transcranial direct current stimulation (tDCS) (<xref ref-type="bibr" rid="B5">5</xref>). Aligning clinical practice with these guidelines requires that psychiatry residents receive neuromodulation training.</p>
<p>Research indicates that one potential barrier to neuromodulation access is inadequate medical education (<xref ref-type="bibr" rid="B6">6</xref>). Access to neuromodulation is limited by professionals trained to refer for, prescribe, and administer these modalities. Research has shown that in the inpatient setting, ECT recipients were more likely to be female and white-non-Hispanic (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Furthermore, Noorani et&#xa0;al. showed that 29% of ECT providers in the US are female, and only 1% are Black or African American (<xref ref-type="bibr" rid="B9">9</xref>). Clinician biases may be a potential source of ECT disparities among patients of color (<xref ref-type="bibr" rid="B10">10</xref>). In healthcare, medical bias, or the tendency for physicians to make decisions on the basis of prejudice or stereotypes, can lead to lower quality of care (<xref ref-type="bibr" rid="B11">11</xref>). To address this issue, training programs can integrate culturally informed treatment strategies that acknowledge how certain practices lead to poor mental health outcomes among minoritized ethnic groups (<xref ref-type="bibr" rid="B12">12</xref>). Additional work has shown that ECT is not provided as an inpatient procedure in 9 out of 10 hospitals (<xref ref-type="bibr" rid="B13">13</xref>), which may relate to unfamiliarity with the technique and negative attitudes towards ECT. This highlights the importance of early ECT training in psychiatry residency. Other barriers to initiating ECT include lack of well-trained colleagues and ECT practitioners (<xref ref-type="bibr" rid="B14">14</xref>). Prior studies have suggested that observing ECT generally reduces negative attitudes (<xref ref-type="bibr" rid="B15">15</xref>), which could translate to improved patient access.</p>
<p>Additionally, a survey-based study on psychiatrists&#x2019; attitudes towards TMS found that psychiatrists who lacked formal TMS training did not know the indications for referring a patient with depression, and only 1 in 4 knew how to properly refer (<xref ref-type="bibr" rid="B16">16</xref>). Patient safety is linked to provider training, as the risk-to-benefit ratio of TMS varies for each individual (<xref ref-type="bibr" rid="B17">17</xref>). These findings highlight the importance of TMS education in relation to patient care.</p>
<p>Established guidelines on neuromodulation training, include those outlined by the APA&#x2019;s 2001 Task Force Report, <italic>The Practice of Electroconvulsive Therapy: Recommendations for Treatment, Training, and Privileging</italic>. The report proposes that psychiatry residents should observe at least ten ECT treatments for three different patients and complete four hours of formal didactic education, which covers clinical indications, administration techniques, and management of adverse effects, among other principles (<xref ref-type="bibr" rid="B18">18</xref>). Additionally, an International Federation of Clinical Neurophysiology (IFCN) committee has proposed TMS training guidelines, which include core knowledge of TMS theory and mechanisms, basic skills for TMS use, and safety and ethical concerns (<xref ref-type="bibr" rid="B19">19</xref>). Additional literature from the IFCN committee has delineated competencies for clinicians who have completed residency training (<xref ref-type="bibr" rid="B20">20</xref>). There are also publications on core competencies for an interventional psychiatry fellowship in noninvasive and invasive neuromodulation &#x2013; including indications, evaluation, and periprocedural care (<xref ref-type="bibr" rid="B21">21</xref>). However, there is limited literature, if any, that proposes competencies across neuromodulation modalities during general psychiatry residency.</p>
<p>Training in brain stimulation aligns with the emerging trend of competency-based medical education (CBME) (<xref ref-type="bibr" rid="B22">22</xref>). One avenue for implementation could be through entrustable professional activities (EPAs) (<xref ref-type="bibr" rid="B23">23</xref>), which are complementary approaches to CBME that involve targeted assessments. High-fidelity simulation may reduce negative attitudes related to ECT (<xref ref-type="bibr" rid="B24">24</xref>) and improve skills and knowledge (<xref ref-type="bibr" rid="B25">25</xref>). Psychiatry residents participating in a blended ECT curriculum for late-life depression, including clinical cases, didactic seminars, and hands-on management, expressed high satisfaction (<xref ref-type="bibr" rid="B26">26</xref>). Institutions have explored the value of disseminating self-learning modules (SLM) on TMS for treatment-resistant depression, and found that SLMs could serve as effective primers for trainees prior to hands-on training (<xref ref-type="bibr" rid="B27">27</xref>). Finally, the modified Delphi process could be utilized to develop consensus in postgraduate ECT and TMS competencies (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>Ultimately, the approach outlined in this article aims to contribute to the development of a well-rounded and competent generation of future psychiatrists equipped to navigate the complexities of modern neuromodulation techniques in psychiatry.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Electroconvulsive therapy</title>
<sec id="s2_1">
<label>2.1</label>
<title>Status in clinical psychiatry training programs</title>
<p>Estimates of ECT exposure in psychiatry residency vary, but studies have shown that 75% of residency programs require ECT exposure, though 37% stated that a resident would participate in less than ten treatments (<xref ref-type="bibr" rid="B30">30</xref>). Prior work has suggested that insufficient training may prevent psychiatrists from practicing effective medical care, which can reduce patient access to life-altering treatments, including ECT (<xref ref-type="bibr" rid="B31">31</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Current FDA status</title>
<p>ECT is FDA-cleared for severe major unipolar or bipolar depressive episodes and catatonia, for those that are 13 years or older, and whose disorder is &#x201c;treatment resistant, or requiring rapid response due to the severity of their psychiatric or medical condition (<xref ref-type="bibr" rid="B32">32</xref>).&#x201d; In 2018, the FDA reclassified ECT devices from Class III (high risk) to Class II (moderate risk) (<xref ref-type="bibr" rid="B32">32</xref>). Estimates of ECT use vary, but one study evaluating insurance claims found that the ECT utilization rate was 5.56 per 100,000 patients in the general population (<xref ref-type="bibr" rid="B33">33</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Recommended core knowledge</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Mechanisms of action</title>
<p>Residents should know that ECT induces controlled seizures by delivering electrical currents to the brain, leading to alterations in neurotransmitter release and synaptic plasticity (<xref ref-type="bibr" rid="B34">34</xref>).</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Clinical indications and contraindications</title>
<p>ECT is FDA-cleared for severe major depression in unipolar or bipolar disorder (<xref ref-type="bibr" rid="B35">35</xref>), and for catatonia. Off-label indications include acute schizophrenia episodes, bipolar manic and mixed episodes. There are no absolute contraindications to ECT, but relative contraindications include unstable medical conditions, active chest infection, recent myocardial infarction, and high intracranial pressure (<xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec id="s2_3_3">
<label>2.3.3</label>
<title>Adverse effects</title>
<p>Trainees should know ECT&#x2019;s common adverse effects, including cognitive impairment, headaches, cardiovascular complications, increased intracranial pressure, and muscle soreness (<xref ref-type="bibr" rid="B37">37</xref>). However, advancements in ECT technique, such as ultra-brief pulse stimuli, have reduced cognitive side effects.</p>
</sec>
<sec id="s2_3_4">
<label>2.3.4</label>
<title>Informed consent</title>
<p>Psychiatrists should understand how to provide patients with comprehensive information about the procedure, its potential benefits, and risks. Psychiatrists in the United States should know that guidelines regarding voluntary and involuntary ECT vary depending on the state of practice. Informed consent for ECT is preferable. However, patients with catatonia or severe behavioral disorders are often unable to provide informed consent, and these cases should be considered in accordance with state-specific guidelines for involuntary ECT.</p>
</sec>
<sec id="s2_3_5">
<label>2.3.5</label>
<title>Dosing considerations</title>
<p>Dosing parameters for ECT, including stimulus intensity, frequency, pulse width and train duration, are individualized. General psychiatrists should know that ECT dosage is set relative to the threshold for inducing seizure, and titrating seizure threshold allows for precise dosing, minimizing adverse effects while optimizing therapeutic outcomes. An ECT curriculum should also cover the different types of ECT based on electrode placement (i.e., bifrontal, unilateral, bitemporal), pulse width and dosage relative to seizure threshold. A typical acute treatment course is 2 or 3 treatment sessions per week, over 4 weeks. Continuation ECT can occur with a taper to weekly or monthly sessions over six months, after which maintenance ECT is typically provided every 1&#x2013;12 weeks (<xref ref-type="bibr" rid="B38">38</xref>).</p>
</sec>
<sec id="s2_3_6">
<label>2.3.6</label>
<title>Clinical management</title>
<p>Close collaboration between the referring psychiatrist and the ECT team is essential for proper psychopharmacological management before, during and after ECT. Continuation and maintenance ECT, along with combination pharmacotherapy, may help maintain remission after the acute course of ECT. For involuntary ECT, regular communication with the patient&#x2019;s family or surrogate decision-maker is essential.</p>
</sec>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Transcranial magnetic stimulation</title>
<sec id="s3_1">
<label>3.1</label>
<title>Status in clinical psychiatry training programs</title>
<p>The presence of TMS education in psychiatry residency varies, and there is limited research that indicates whether TMS is included in the core educational curriculum.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Current FDA status</title>
<p>TMS gained its first FDA-clearance for depression in 2008 (<xref ref-type="bibr" rid="B39">39</xref>). TMS is currently FDA-cleared for the treatment of major depressive disorder, obsessive-compulsive disorder, migraines, smoking cessation, and anxious depression, all in adults (<xref ref-type="bibr" rid="B40">40</xref>). Recently, a group of TMS experts in Europe have established clinical recommendations for repetitive TMS (rTMS) protocols (<xref ref-type="bibr" rid="B41">41</xref>), and a group in Portugal provided an overview of the regulatory landscape for TMS (<xref ref-type="bibr" rid="B42">42</xref>), both of which could inform residency curriculum.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Recommended core knowledge</title>
<sec id="s3_3_1">
<label>3.3.1</label>
<title>Mechanisms of action</title>
<p>TMS exerts its therapeutic effects by generating magnetic fields that induce electrical currents in specific brain regions. This stimulation modulates neuronal activity, leading to changes in neurotransmitter release and synaptic plasticity (<xref ref-type="bibr" rid="B43">43</xref>).</p>
</sec>
<sec id="s3_3_2">
<label>3.3.2</label>
<title>Clinical indications and contraindications</title>
<p>TMS is commonly used for treatment-resistant depression, after the lack of response to at least one antidepressant medication. Its applications also include the FDA-cleared conditions listed above. Relative contraindications may include the presence of metal implants in the head, a history of seizures, or head trauma (<xref ref-type="bibr" rid="B19">19</xref>).</p>
</sec>
<sec id="s3_3_3">
<label>3.3.3</label>
<title>Adverse effects</title>
<p>TMS is generally well-tolerated, with few systemic side effects. Common adverse effects include mild scalp discomfort or headache during or after the procedure. Seizures are a rare adverse event (<xref ref-type="bibr" rid="B44">44</xref>).</p>
</sec>
<sec id="s3_3_4">
<label>3.3.4</label>
<title>Informed consent</title>
<p>Informed consent for TMS involves providing patients with information about the procedure, its potential benefits, and possible side effects. Patients should understand the non-invasiveness of TMS, the duration and frequency of sessions, the low risk of systemic side effects and the expected outcomes.</p>
</sec>
<sec id="s3_3_5">
<label>3.3.5</label>
<title>Dosing considerations</title>
<p>TMS dosing involves specifying the stimulation parameters, including identifying a patient&#x2019;s motor threshold, defining the form of TMS (i.e. monofrequency versus intermittent theta burst (iTBS), its stimulation schedule (i.e. daily versus accelerated protocols), and specifying the type of TMS coil (H-coil versus the figure-8 coil). The general psychiatrist should know that TMS pulse intensity is set relative to the threshold to induce a motor twitch. Failing to titrate motor threshold could lead to a seizure (for excessively high doses) or inadequate treatment (for inappropriately low doses). FDA-cleared protocols specify dosing, coil type, and stimulation schedule. Most TMS treatment schedules are daily sessions over 4&#x2013;6 weeks (<xref ref-type="bibr" rid="B45">45</xref>), but accelerated protocols involve up to ten sessions daily over 5 days (<xref ref-type="bibr" rid="B46">46</xref>).</p>
</sec>
<sec id="s3_3_6">
<label>3.3.6</label>
<title>Clinical management</title>
<p>Collaboration between the referring psychiatrist and the TMS care team is vital for effective clinical management. Monitoring treatment response, adjusting stimulation parameters as needed, and addressing any side effects contribute to the success of TMS therapy. Psychiatrists may also consider pairing TMS with psychotherapy, which may benefit certain patients (<xref ref-type="bibr" rid="B47">47</xref>). Relapse prevention strategies, such as continued TMS and combination pharmacotherapy, can sustain remission.</p>
</sec>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Deep brain stimulation</title>
<sec id="s4_1">
<label>4.1</label>
<title>Status in clinical psychiatry training programs</title>
<p>Exposure to DBS in psychiatry residency training has not been quantified in the literature to our knowledge. However, one may expect that exposure to DBS is less than that to ECT and TMS due to the invasive nature of the treatment. DBS is reserved for cases with significant treatment resistance, which may also contribute to a limited knowledge base among psychiatrists. DBS management requires specialized interventional units to facilitate collaboration between neurosurgeons, psychiatrists, and nursing staff.</p>
<p>One survey of psychiatrists and psychiatry residents in North America suggested practitioners were more likely to refer patients for DBS as a therapeutic option over other forms of functional neurosurgery; however, the number of referrals remains very low due to the group citing a lack of procedural knowledge and safety concerns (<xref ref-type="bibr" rid="B48">48</xref>).</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>FDA clearance status</title>
<p>At the time of this writing, in psychiatry, DBS has only received FDA clearance for treatment-resistant obsessive-compulsive disorder under the Humanitarian Device Exemption (HDE H050003) in 2009 (<xref ref-type="bibr" rid="B49">49</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Recommended core knowledge</title>
<sec id="s4_3_1">
<label>4.3.1</label>
<title>Mechanisms of action</title>
<p>DBS involves neurosurgical implantation of electrodes that deliver electricity to targeted regions of the brain to modulate neural circuits. DBS induces changes in neurotransmitter systems and can modulate neural pathways associated with psychiatric symptoms. DBS may suppress pathological neural circuits or facilitate the development of new synaptic connections (<xref ref-type="bibr" rid="B50">50</xref>).</p>
</sec>
<sec id="s4_3_2">
<label>4.3.2</label>
<title>Clinical indications and contraindications</title>
<p>Treatment resistant obsessive-compulsive disorder is currently the only FDA-cleared psychiatric treatment of DBS. Contraindications include medical comorbidities that would make a patient a poor surgical candidate, in addition to substance use, personality disorders, cognitive impairment, and brain pathology that would interfere with the effectiveness of DBS (i.e tumor, stroke, cerebral atrophy) (<xref ref-type="bibr" rid="B51">51</xref>).</p>
</sec>
<sec id="s4_3_3">
<label>4.3.3</label>
<title>Adverse effects</title>
<p>Similar to other neurosurgical interventions, potential adverse effects of DBS include surgical complications, headaches, fatigue, and mood fluctuations (<xref ref-type="bibr" rid="B52">52</xref>).</p>
</sec>
<sec id="s4_3_4">
<label>4.3.4</label>
<title>Informed consent</title>
<p>Obtaining informed consent for DBS is a nuanced process, which should involve consultation with DBS experts and the neurosurgeon in an interdisciplinary manner.</p>
</sec>
<sec id="s4_3_5">
<label>4.3.5</label>
<title>Dosing considerations</title>
<p>Psychiatry residents should be aware that individualized dosing is a critical aspect of DBS therapy. Adjustments can be made to the frequency, intensity, pulse width and location of stimulation. Titration of dose is usually made over 3 to 6 months based on the clinical response (<xref ref-type="bibr" rid="B53">53</xref>). DBS dosing should be managed by DBS experts and general psychiatrists should plan to have regular communication with the DBS team to optimize clinical outcomes.</p>
</sec>
<sec id="s4_3_6">
<label>4.3.6</label>
<title>Clinical management</title>
<p>DBS candidates already have a high degree of symptom severity and chronicity. Optimal collaboration requires that psychiatrists recognize both symptom improvement and adverse effects, and that neurosurgeons are equipped to make relevant surgical decisions. Due to the invasiveness and interdisciplinary nature of the procedure, trainees should know when to appropriately refer for DBS. Long-term care requires vigilance for signs of relapse (that might signal the need for parameter adjustment or battery replacement) and optimizing pharmacological and behavioral interventions to maximize functioning.</p>
</sec>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Vagus nerve stimulation</title>
<sec id="s5_1">
<label>5.1</label>
<title>Status in clinical psychiatry training programs</title>
<p>To the best of our knowledge, there is limited emphasis on VNS training, if any, in psychiatry residency training programs. Furthermore, literature suggests that psychiatrists lack adequate exposure to VNS as a form of therapy, possibly due to its limited use (<xref ref-type="bibr" rid="B54">54</xref>).</p>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>FDA clearance status</title>
<p>VNS was FDA-cleared for the treatment of epilepsy in 1997 (<xref ref-type="bibr" rid="B55">55</xref>), and for treatment-resistant depression in 2005 (<xref ref-type="bibr" rid="B56">56</xref>). VNS is on-label for adults with chronic or recurrent illness (defined as &#x2265;2 years) who are treatment resistant (defined as not responding to &#x2265;4 adequate medication trials) as an adjunctive treatment (e.g. add-on to medications).</p>
</sec>
<sec id="s5_3">
<label>5.3</label>
<title>Recommended core knowledge</title>
<sec id="s5_3_1">
<label>5.3.1</label>
<title>Mechanisms of action</title>
<p>VNS involves surgical implantation of the VNS device on the chest under the left collarbone and surgical access in the neck to the left vagus nerve where electrodes connect to the generator in the chest. The electrodes deliver stimulation to the vagus nerve, which modulates neurotransmitters and induces neuroplastic changes (<xref ref-type="bibr" rid="B57">57</xref>).</p>
</sec>
<sec id="s5_3_2">
<label>5.3.2</label>
<title>Clinical indications and contraindications</title>
<p>VNS is FDA-cleared for the adjunctive long-term treatment of chronic treatment resistant unipolar and bipolar depression. Relative contraindications include poor surgical candidates, prior resection of the vagus nerve, personality disorders, substance use, severe arrythmias, history of vasovagal syncope, history of asthma or obstructive sleep apnea, hoarseness, or gastric or duodenal ulcer (<xref ref-type="bibr" rid="B58">58</xref>).</p>
</sec>
<sec id="s5_3_3">
<label>5.3.3</label>
<title>Adverse effects</title>
<p>During stimulation, adverse effects include hoarseness and voice alteration. Dyspnea, cough and neck discomfort are also possible side effects. Transient laryngo-tracheal dysfunction, associated with stimulation of the recurrent laryngeal nerve, occurs transiently in 66% of cases (<xref ref-type="bibr" rid="B59">59</xref>). True vocal cord paralysis occurs transiently in 1&#x2013;2.7% of cases (<xref ref-type="bibr" rid="B59">59</xref>). Implantation of the device has a potential for surgical complications, including infection and hemorrhage (<xref ref-type="bibr" rid="B60">60</xref>).</p>
</sec>
<sec id="s5_3_4">
<label>5.3.4</label>
<title>Informed consent</title>
<p>Psychiatrists should know that informed consent for VNS is a multidisciplinary process involving VNS experts and neurosurgeons. Patients should understand the implications of having an implanted device, which includes regular monitoring and modifications to device parameters.</p>
</sec>
<sec id="s5_3_5">
<label>5.3.5</label>
<title>Dosing considerations</title>
<p>VNS stimulation parameters include pulse width, current intensity, frequency, on-off time, and duration. Parameters are individualized based on the clinical response (<xref ref-type="bibr" rid="B61">61</xref>). General psychiatrists should work closely with VNS experts in each case.</p>
</sec>
<sec id="s5_3_6">
<label>5.3.6</label>
<title>Clinical management</title>
<p>VNS is traditionally considered a long-term approach to treating depression (<xref ref-type="bibr" rid="B62">62</xref>), so psychiatrists should evaluate whether they can ensure continuity in potential VNS candidates. Similarly to DBS, regular monitoring of stimulation parameters and addressing adverse effects is important. It is also important to remember to turn the VNS off should the patient need ECT, because it is an anticonvulsant.</p>
</sec>
</sec>
</sec>
<sec id="s6">
<label>6</label>
<title>Next generation neuromodulation</title>
<p>This manuscript focuses on currently FDA-cleared neuromodulation technologies, but this is a rapidly evolving field. Experimental noninvasive brain stimulation (NIBS) therapies include MST, transcranial electrical stimulation (tES) [e.g., tDCS, transcranial alternating electrical current stimulation (tACS)], transcutaneous VNS (tVNS), cranial electrotherapy stimulation (CES), low intensity focused ultrasound (LIFU), temporal interference stimulation, transcranial photobiomodulation, and pulsed electromagnetic field therapy. At this time, these techniques require further investigation for use in psychiatry.</p>
<p>Adequate training of psychiatry residents in neuromodulation prepares them to review literature to stay abreast of new developments and make evidence-based recommendations to their patients. This includes future FDA-cleared devices and the latest guidance on expanded clinical indications and optimization of dosing parameters for currently approved devices.</p>
</sec>
<sec id="s7" sec-type="conclusions">
<label>7</label>
<title>Conclusion</title>
<p>In summary, as the field of neuromodulation develops, training psychiatry residents in the appropriate use of techniques like ECT, TMS, DBS, and VNS should be an essential part of residency curriculum. Improving neuromodulation education may increase patient access to these therapeutic approaches in the future. Whether or not a psychiatrist chooses to specialize in delivering neuromodulation therapies, it is incumbent on all psychiatrists to identify patients who should be referred to neuromodulation therapies, and to provide comprehensive patient care during and after clinical neuromodulation interventions to optimize outcomes and prevent relapse.</p>
</sec>
<sec id="s8" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s9" sec-type="author-contributions">
<title>Author contributions</title>
<p>SM: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. TT: Conceptualization, Supervision, Writing &#x2013; review &amp; editing. BL: Supervision, Writing &#x2013; review &amp; editing. BG: Writing &#x2013; review &amp; editing. LC: Supervision, Writing &#x2013; review &amp; editing. WR: Conceptualization, Supervision, Writing &#x2013; review &amp; editing. SL: Conceptualization, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s10" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by ZIAMH002955.</p>
</sec>
<sec id="s11" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>SL is inventor on patents and patent applications on electrical and magnetic brain stimulation therapy systems held by the NIH and Columbia University, with no remuneration.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s13" sec-type="disclaimer">
<title>Author disclaimer</title>
<p>The opinions expressed in this article are the author&#x2019;s own and do not reflect the views of the National Institutes of Health, the Department of Health and Human Services, or the United States government.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="web">
<article-title>Program Requirements and FAQs and Applications</article-title> . Available online at: <uri xlink:href="https://www.acgme.org/specialties/psychiatry/program-requirements-and-faqs-and-applications/">https://www.acgme.org/specialties/psychiatry/program-requirements-and-faqs-and-applications/</uri> (Accessed <access-date>January 19, 2024</access-date>).</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Williams</surname> <given-names>NR</given-names>
</name>
<name>
<surname>Taylor</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Kerns</surname> <given-names>S</given-names>
</name>
<name>
<surname>Short</surname> <given-names>EB</given-names>
</name>
<name>
<surname>Kantor</surname> <given-names>EM</given-names>
</name>
<name>
<surname>George</surname> <given-names>MS</given-names>
</name>
</person-group>. <article-title>Interventional psychiatry: why now</article-title>? <source>J Clin Psychiatry</source>. (<year>2014</year>) <volume>75</volume>:<page-range>895&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4088/JCP.13l08745</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nikayin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Taylor</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Ostroff</surname> <given-names>RB</given-names>
</name>
</person-group>. <article-title>Advanced training in interventional psychiatry</article-title>. <source>J Neurol Sci</source>. (<year>2022</year>) <volume>434</volume>:<elocation-id>120093</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jns.2021.120093</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Association</surname> <given-names>AP</given-names>
</name>
</person-group>. <article-title>Practice guideline for the treatment of patients with major depressive disorder (third edition). American Psychiatric Association</article-title>. <source>Am J Psychiatry</source>. (<year>2010</year>) <volume>167</volume>:<fpage>1</fpage>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Milev</surname> <given-names>RV</given-names>
</name>
<name>
<surname>Giacobbe</surname> <given-names>P</given-names>
</name>
<name>
<surname>Kennedy</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Blumberger</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Daskalakis</surname> <given-names>ZJ</given-names>
</name>
<name>
<surname>Downar</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Canadian network for mood and anxiety treatments (CANMAT) 2016 clinical guidelines for the management of adults with major depressive disorder: section 4. Neurostimulation treatments</article-title>. <source>Can J Psychiatry</source>. (<year>2016</year>) <volume>61</volume>:<page-range>561&#x2013;75</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/0706743716660033</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cabrera</surname> <given-names>LY</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>MMC</given-names>
</name>
<name>
<surname>Achtyes</surname> <given-names>ED</given-names>
</name>
<name>
<surname>McCright</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Bluhm</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Jumping through the hoops: Barriers and other ethical concerns regarding the use of psychiatric electroceutical interventions</article-title>. <source>Psychiatry Res</source>. (<year>2022</year>) <volume>313</volume>:<elocation-id>114612</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.psychres.2022.114612</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Slade</surname> <given-names>EP</given-names>
</name>
<name>
<surname>Jahn</surname> <given-names>DR</given-names>
</name>
<name>
<surname>Regenold</surname> <given-names>WT</given-names>
</name>
<name>
<surname>Case</surname> <given-names>BG</given-names>
</name>
</person-group>. <article-title>Association of electroconvulsive therapy with psychiatric readmissions in US hospitals</article-title>. <source>JAMA Psychiatry</source>. (<year>2017</year>) <volume>74</volume>:<fpage>798</fpage>&#x2013;<lpage>804</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamapsychiatry.2017.1378</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Case</surname> <given-names>BG</given-names>
</name>
<name>
<surname>Bertollo</surname> <given-names>DN</given-names>
</name>
<name>
<surname>Laska</surname> <given-names>EM</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>CE</given-names>
</name>
<name>
<surname>Wanderling</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Olfson</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Racial differences in the availability and use of electroconvulsive therapy for recurrent major depression</article-title>. <source>J Affect Disord</source>. (<year>2012</year>) <volume>136</volume>:<page-range>359&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jad.2011.11.026</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noorani</surname> <given-names>R</given-names>
</name>
<name>
<surname>Rohde</surname> <given-names>P</given-names>
</name>
<name>
<surname>Feuer</surname> <given-names>E</given-names>
</name>
<name>
<surname>Lisanby</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Regenold</surname> <given-names>WT</given-names>
</name>
</person-group>. <article-title>Electroconvulsive therapy in the United States: A 2022 survey of practice</article-title>. <source>J ECT</source>. (<year>2023</year>) <page-range>10-1097</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/YCT.0000000000000991</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Black Parker</surname> <given-names>C</given-names>
</name>
<name>
<surname>McCall</surname> <given-names>WV</given-names>
</name>
<name>
<surname>Spearman-McCarthy</surname> <given-names>EV</given-names>
</name>
<name>
<surname>Rosenquist</surname> <given-names>P</given-names>
</name>
<name>
<surname>Cortese</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Clinicians&#x2019; Racial bias contributing to disparities in electroconvulsive therapy for patients from racial-ethnic minority groups</article-title>. <source>PS</source>. (<year>2021</year>) <volume>72</volume>:<page-range>684&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1176/appi.ps.202000142</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>FitzGerald</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hurst</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Implicit bias in healthcare professionals: a systematic review</article-title>. <source>BMC Med Ethics</source>. (<year>2017</year>) <volume>18</volume>:<fpage>19</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12910&#x2013;017-0179&#x2013;8</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fani</surname> <given-names>N</given-names>
</name>
<name>
<surname>White</surname> <given-names>D</given-names>
</name>
<name>
<surname>Marshall-Lee</surname> <given-names>E</given-names>
</name>
<name>
<surname>Hampton-Anderson</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Antiracist practice in psychiatry: principles and recommendations</article-title>. <source>FOC</source>. (<year>2022</year>) <volume>20</volume>:<page-range>270&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1176/appi.focus.20220045</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Case</surname> <given-names>BG</given-names>
</name>
<name>
<surname>Bertollo</surname> <given-names>DN</given-names>
</name>
<name>
<surname>Laska</surname> <given-names>EM</given-names>
</name>
<name>
<surname>Price</surname> <given-names>LH</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>CE</given-names>
</name>
<name>
<surname>Olfson</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Declining use of electroconvulsive therapy in United States general hospitals</article-title>. <source>Biol Psychiatry</source>. (<year>2013</year>) <volume>73</volume>:<page-range>119&#x2013;26</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biopsych.2012.09.005</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wilkinson</surname> <given-names>ST</given-names>
</name>
<name>
<surname>Kitay</surname> <given-names>BM</given-names>
</name>
<name>
<surname>Harper</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rhee</surname> <given-names>TG</given-names>
</name>
<name>
<surname>Sint</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ghosh</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Barriers to the implementation of electroconvulsive therapy (ECT): results from a nationwide survey of ECT practitioners</article-title>. <source>PS</source>. (<year>2021</year>) <volume>72</volume>:<page-range>752&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1176/appi.ps.202000387</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gazdag</surname> <given-names>G</given-names>
</name>
<name>
<surname>Sebesty&#xe9;n</surname> <given-names>G</given-names>
</name>
<name>
<surname>Ungvari</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Tolna</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Impact on psychiatric interns of watching live electroconvulsive treatment</article-title>. <source>Acad Psychiatry</source>. (<year>2009</year>) <volume>33</volume>:<page-range>152&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1176/appi.ap.33.2.152</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stern</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Boes</surname> <given-names>AD</given-names>
</name>
<name>
<surname>Haller</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Bloomingdale</surname> <given-names>K</given-names>
</name>
<name>
<surname>Pascual-Leone</surname> <given-names>A</given-names>
</name>
<name>
<surname>Press</surname> <given-names>DZ</given-names>
</name>
</person-group>. <article-title>Psychiatrists&#x2019; Attitudes toward transcranial magnetic stimulation</article-title>. <source>Biol Psychiatry</source>. (<year>2016</year>) <volume>80</volume>:<page-range>e55&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biopsych.2015.07.027</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Horvath</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Perez</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Forrow</surname> <given-names>L</given-names>
</name>
<name>
<surname>Fregni</surname> <given-names>F</given-names>
</name>
<name>
<surname>Pascual-Leone</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Transcranial magnetic stimulation: a historical evaluation and future prognosis of therapeutically relevant ethical concerns</article-title>. <source>J Med Ethics</source>. (<year>2011</year>) <volume>37</volume>:<page-range>137&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/jme.2010.039966</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="book">
<person-group person-group-type="author">
<collab>American Psychiatric Association</collab>
</person-group>. <source>The Practice of Electroconvulsive Therapy: Recommendations for Treatment, Training, and Privileging (A Task Force Report of the American Psychiatric Association)</source>. <publisher-loc>United States</publisher-loc>: <publisher-name>American Psychiatric Pub</publisher-name> (<year>2008</year>). <fpage>364 p</fpage>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rossi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Antal</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bestmann</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bikson</surname> <given-names>M</given-names>
</name>
<name>
<surname>Brewer</surname> <given-names>C</given-names>
</name>
<name>
<surname>Brockm&#xf6;ller</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Safety and recommendations for TMS use in healthy subjects and patient populations, with updates on training, ethical and regulatory issues: Expert Guidelines</article-title>. <source>Clin Neurophysiol</source>. (<year>2021</year>) <volume>132</volume>:<fpage>269</fpage>&#x2013;<lpage>306</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.clinph.2020.10.003</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fried</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Santarnecchi</surname> <given-names>E</given-names>
</name>
<name>
<surname>Antal</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bartres-Faz</surname> <given-names>D</given-names>
</name>
<name>
<surname>Bestmann</surname> <given-names>S</given-names>
</name>
<name>
<surname>Carpenter</surname> <given-names>LL</given-names>
</name>
<etal/>
</person-group>. <article-title>Training in the practice of noninvasive brain stimulation: Recommendations from an IFCN committee</article-title>. <source>Clin Neurophysiol</source>. (<year>2021</year>) <volume>132</volume>:<page-range>819&#x2013;37</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.clinph.2020.11.018</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trapp</surname> <given-names>NT</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>NR</given-names>
</name>
</person-group>. <article-title>The future of training and practice in neuromodulation: an interventional psychiatry perspective</article-title>. <source>Front Psychiatry</source>. (<year>2021</year>) <volume>12</volume>:<elocation-id>734487</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpsyt.2021.734487</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Danilewitz</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ainsworth</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Vila-Rodriguez</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Towards competency-based medical education in neurostimulation</article-title>. <source>Acad Psychiatry</source>. (<year>2020</year>) <volume>44</volume>:<page-range>775&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40596&#x2013;020-01195-z</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hung</surname> <given-names>EK</given-names>
</name>
<name>
<surname>Jibson</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sadhu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Stewart</surname> <given-names>C</given-names>
</name>
<name>
<surname>Walker</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wichser</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Wresting with implementation: a step-by-step guide to implementing entrustable professional activities (EPAs) in psychiatry residency programs</article-title>. <source>Acad Psychiatry</source>. (<year>2021</year>) <volume>45</volume>:<page-range>210&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40596&#x2013;020-01341&#x2013;7</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Daaboul</surname> <given-names>J</given-names>
</name>
<name>
<surname>Fovet</surname> <given-names>T</given-names>
</name>
<name>
<surname>Nunes</surname> <given-names>F</given-names>
</name>
<name>
<surname>Lebuffe</surname> <given-names>G</given-names>
</name>
<name>
<surname>Vaiva</surname> <given-names>G</given-names>
</name>
<name>
<surname>Amad</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>High-fidelity simulation: A promising tool to tackle negative representations of electroconvulsive therapy in psychiatry residents</article-title>. <source>J ECT</source>. (<year>2021</year>) <volume>37</volume>:<fpage>e32</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/YCT.0000000000000774</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raysin</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gillett</surname> <given-names>B</given-names>
</name>
<name>
<surname>Carmody</surname> <given-names>J</given-names>
</name>
<name>
<surname>Goel</surname> <given-names>N</given-names>
</name>
<name>
<surname>McAfee</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jacob</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>From information to simulation: improving competency in ECT training using high-fidelity simulation</article-title>. <source>Acad Psychiatry</source>. (<year>2018</year>) <volume>42</volume>:<page-range>653&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40596&#x2013;017-0859&#x2013;1</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owais</surname> <given-names>S</given-names>
</name>
<name>
<surname>Saperson</surname> <given-names>K</given-names>
</name>
<name>
<surname>Levinson</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Payne</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lamont</surname> <given-names>R</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>MV</given-names>
</name>
<etal/>
</person-group>. <article-title>Evaluation of the online component of a blended learning electroconvulsive therapy curriculum for psychiatry residents to treat depression in older adults</article-title>. <source>Acad Psychiatry</source>. (<year>2023</year>) <volume>48</volume>(<issue>1</issue>):<page-range>36&#x2013;40</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40596&#x2013;023-01825&#x2013;2</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Nelson</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>Transcranial magnetic stimulation for treatment-resistant depression: an interactive self-learning module</article-title>. <source>MedEdPORTAL</source>. (<year>2018</year>) <volume>14</volume>:<elocation-id>10713</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.15766/mep_2374&#x2013;8265.10713</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al-Qadhi</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Chawla</surname> <given-names>T</given-names>
</name>
<name>
<surname>Seabrook</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Campbell</surname> <given-names>C</given-names>
</name>
<name>
<surname>Burhan</surname> <given-names>AM</given-names>
</name>
</person-group>. <article-title>Competency by design for electroconvulsive therapy in psychiatry postgraduate training: face and content validation study</article-title>. <source>J ECT</source>. (<year>2020</year>) <volume>36</volume>:<fpage>18</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/YCT.0000000000000646</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lai</surname> <given-names>KSP</given-names>
</name>
<name>
<surname>Waxman</surname> <given-names>R</given-names>
</name>
<name>
<surname>Blumberger</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Giacobbe</surname> <given-names>P</given-names>
</name>
<name>
<surname>Hasey</surname> <given-names>G</given-names>
</name>
<name>
<surname>McMurray</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Competencies for repetitive transcranial magnetic stimulation in postgraduate medical education: expert consensus using a modified delphi process</article-title>. <source>Can J Psychiatry</source>. (<year>2023</year>) <volume>68</volume>:<page-range>916&#x2013;24</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/07067437231164571</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dinwiddie</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Spitz</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Resident education in electroconvulsive therapy</article-title>. <source>J ECT</source>. (<year>2010</year>) <volume>26</volume>:<fpage>310</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/YCT.0b013e3181cb5f78</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lamberg</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Interest surging in electroconvulsive and other brain stimulation therapies</article-title>. <source>JAMA</source>. (<year>2007</year>) <volume>298</volume>:<page-range>1147&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jama.298.10.1147</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="web">
<article-title>Neurological Devices; Reclassification of Electroconvulsive Therapy Devices; Effective Date of Requirement for Premarket Approval for Electroconvulsive Therapy Devices for Certain Specified Intended Uses</article-title> (<year>2018</year>). <publisher-name>Federal Register</publisher-name>. Available online at: <uri xlink:href="https://www.federalregister.gov/documents/2018/12/26/2018&#x2013;27809/neurological-devices-reclassification-of-electroconvulsive-therapy-devices-effective-date-of">https://www.federalregister.gov/documents/2018/12/26/2018&#x2013;27809/neurological-devices-reclassification-of-electroconvulsive-therapy-devices-effective-date-of</uri> (Accessed <access-date>February 3, 2024</access-date>).</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wilkinson</surname> <given-names>ST</given-names>
</name>
<name>
<surname>Agbese</surname> <given-names>E</given-names>
</name>
<name>
<surname>Leslie</surname> <given-names>DL</given-names>
</name>
<name>
<surname>Rosenheck</surname> <given-names>RA</given-names>
</name>
</person-group>. <article-title>Identifying recipients of electroconvulsive therapy: data from privately insured Americans</article-title>. <source>PS</source>. (<year>2018</year>) <volume>69</volume>:<page-range>542&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1176/appi.ps.201700364</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Merkl</surname> <given-names>A</given-names>
</name>
<name>
<surname>Heuser</surname> <given-names>I</given-names>
</name>
<name>
<surname>Bajbouj</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Antidepressant electroconvulsive therapy: Mechanism of action, recent advances and limitations</article-title>. <source>Exp Neurol</source>. (<year>2009</year>) <volume>219</volume>:<page-range>20&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.expneurol.2009.04.027</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weiner</surname> <given-names>RD</given-names>
</name>
<name>
<surname>Reti</surname> <given-names>IM</given-names>
</name>
</person-group>. <article-title>Key updates in the clinical application of electroconvulsive therapy</article-title>. <source>Int Rev Psychiatry</source>. (<year>2017</year>) <volume>29</volume>:<fpage>54</fpage>&#x2013;<lpage>62</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/09540261.2017.1309362</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parker</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hunt</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Electroconvulsive therapy: A review</article-title>. <source>Brown Univ Child Adolesc Behav Lett</source>. (<year>2019</year>) <volume>35</volume>:<fpage>1</fpage>&#x2013;<lpage>6</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cbl.30390</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andrade</surname> <given-names>C</given-names>
</name>
<name>
<surname>Arumugham</surname> <given-names>SS</given-names>
</name>
<name>
<surname>Thirthalli</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Adverse effects of electroconvulsive therapy</article-title>. <source>Psychiatr Clinics</source>. (<year>2016</year>) <volume>39</volume>:<page-range>513&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.psc.2016.04.004</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thirthalli</surname> <given-names>J</given-names>
</name>
<name>
<surname>Sinha</surname> <given-names>P</given-names>
</name>
<name>
<surname>Sreeraj</surname> <given-names>VS</given-names>
</name>
</person-group>. <article-title>Clinical practice guidelines for the use of electroconvulsive therapy</article-title>. <source>Indian J Psychiatry</source>. (<year>2023</year>) <volume>65</volume>:<fpage>258</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/Indianjpsychiatry.Indianjpsychiatry_491_22</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yan</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>FDA approves new option to treat major depression</article-title>. <source>Psychiatr News</source>. (<year>2008</year>) <volume>43</volume>(<issue>22</issue>):<fpage>2</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1176/pn.43.22.0002</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Bikson</surname> <given-names>M</given-names>
</name>
<name>
<surname>Badran</surname> <given-names>BW</given-names>
</name>
<name>
<surname>George</surname> <given-names>MS</given-names>
</name>
</person-group>. <article-title>A visual and narrative timeline of US FDA milestones for Transcranial Magnetic Stimulation (TMS) devices</article-title>. <source>Brain Stimul</source>. (<year>2022</year>) <volume>15</volume>:<page-range>73&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.brs.2021.11.010</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lefaucheur</surname> <given-names>J-P</given-names>
</name>
<name>
<surname>Aleman</surname> <given-names>A</given-names>
</name>
<name>
<surname>Baeken</surname> <given-names>C</given-names>
</name>
<name>
<surname>Benninger</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Brunelin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Di Lazzaro</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Evidence-based guidelines on the therapeutic use of repetitive transcranial magnetic stimulation (rTMS): An update (2014&#x2013;2018)</article-title>. <source>Clin Neurophysiol</source>. (<year>2020</year>) <volume>131</volume>:<fpage>474</fpage>&#x2013;<lpage>528</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.clinph.2019.11.002</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cotovio</surname> <given-names>G</given-names>
</name>
<name>
<surname>Ventura</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rodrigues da Silva</surname> <given-names>D</given-names>
</name>
<name>
<surname>Pereira</surname> <given-names>P</given-names>
</name>
<name>
<surname>Oliveira-Maia</surname> <given-names>AJ</given-names>
</name>
</person-group>. <article-title>Regulatory clearance and approval of therapeutic protocols of transcranial magnetic stimulation for psychiatric disorders</article-title>. <source>Brain Sci</source>. (<year>2023</year>) <volume>13</volume>:<elocation-id>1029</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/brainsci13071029</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jannati</surname> <given-names>A</given-names>
</name>
<name>
<surname>Oberman</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Rotenberg</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pascual-Leone</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Assessing the mechanisms of brain plasticity by transcranial magnetic stimulation</article-title>. <source>Neuropsychopharmacol</source>. (<year>2023</year>) <volume>48</volume>:<fpage>191</fpage>&#x2013;<lpage>208</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41386&#x2013;022-01453&#x2013;8</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Taylor</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Newberger</surname> <given-names>NG</given-names>
</name>
<name>
<surname>Stern</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Phillips</surname> <given-names>A</given-names>
</name>
<name>
<surname>Feifel</surname> <given-names>D</given-names>
</name>
<name>
<surname>Betensky</surname> <given-names>RA</given-names>
</name>
<etal/>
</person-group>. <article-title>Seizure risk with repetitive TMS: Survey results from over a half-million treatment sessions</article-title>. <source>Brain Stimulation</source>. (<year>2021</year>) <volume>14</volume>:<page-range>965&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.brs.2021.05.012</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perera</surname> <given-names>T</given-names>
</name>
<name>
<surname>George</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Grammer</surname> <given-names>G</given-names>
</name>
<name>
<surname>Janicak</surname> <given-names>PG</given-names>
</name>
<name>
<surname>Pascual-Leone</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wirecki</surname> <given-names>TS</given-names>
</name>
</person-group>. <article-title>The clinical TMS society consensus review and treatment recommendations for TMS therapy for major depressive disorder</article-title>. <source>Brain Stimulation</source>. (<year>2016</year>) <volume>9</volume>:<page-range>336&#x2013;46</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.brs.2016.03.010</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Rooij</surname> <given-names>SJH</given-names>
</name>
<name>
<surname>Arulpragasam</surname> <given-names>AR</given-names>
</name>
<name>
<surname>McDonald</surname> <given-names>WM</given-names>
</name>
<name>
<surname>Philip</surname> <given-names>NS</given-names>
</name>
</person-group>. <article-title>Accelerated TMS - moving quickly into the future of depression treatment</article-title>. <source>Neuropsychopharmacol</source>. (<year>2024</year>) <volume>49</volume>:<page-range>128&#x2013;37</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41386&#x2013;023-01599-z</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sathappan</surname> <given-names>AV</given-names>
</name>
<name>
<surname>Luber</surname> <given-names>BM</given-names>
</name>
<name>
<surname>Lisanby</surname> <given-names>SH</given-names>
</name>
</person-group>. <article-title>The Dynamic Duo: Combining noninvasive brain stimulation with cognitive interventions</article-title>. <source>Prog Neuropsychopharmacol Biol Psychiatry</source>. (<year>2019</year>) <volume>89</volume>:<page-range>347&#x2013;60</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.pnpbp.2018.10.006</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cormier</surname> <given-names>J</given-names>
</name>
<name>
<surname>Iorio-Morin</surname> <given-names>C</given-names>
</name>
<name>
<surname>Mathieu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Ducharme</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Psychiatric neurosurgery: A survey on the perceptions of psychiatrists and residents</article-title>. <source>Can J Neurol Sci</source>. (<year>2019</year>) <volume>46</volume>:<page-range>303&#x2013;10</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/cjn.2019.5</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="web">
<article-title>Humanitarian Device Exemption (HDE)</article-title> . Available online at: <uri xlink:href="https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfhde/hde.cfm?id=375533">https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfhde/hde.cfm?id=375533</uri> (Accessed <access-date>February 5, 2024</access-date>)</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Udupa</surname> <given-names>K</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>The mechanisms of action of deep brain stimulation and ideas for the future development</article-title>. <source>Prog Neurobiol</source>. (<year>2015</year>) <volume>133</volume>:<fpage>27</fpage>&#x2013;<lpage>49</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.pneurobio.2015.08.001</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Polosan</surname> <given-names>M</given-names>
</name>
<name>
<surname>Leentjens</surname> <given-names>AFG</given-names>
</name>
</person-group>. <article-title>Deep brain stimulation in obsessive-compulsive disorder</article-title>. In: <person-group person-group-type="editor">
<name>
<surname>Temel</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Leentjens</surname> <given-names>AFG</given-names>
</name>
<name>
<surname>de Bie</surname> <given-names>RMA</given-names>
</name>
<name>
<surname>Chabardes</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fasano</surname> <given-names>A</given-names>
</name>
</person-group>, editors. <source>Fundamentals and Clinics of Deep Brain Stimulation: An Interdisciplinary Approach</source>. <publisher-name>Springer International Publishing</publisher-name>, <publisher-loc>Cham</publisher-loc> (<year>2020</year>). p. <page-range>263&#x2013;78</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/978&#x2013;3-030&#x2013;36346-8_17</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zarzycki</surname> <given-names>MZ</given-names>
</name>
<name>
<surname>Domitrz</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>Stimulation-induced side effects after deep brain stimulation &#x2013; a systematic review</article-title>. <source>Acta Neuropsychiatrica</source>. (<year>2020</year>) <volume>32</volume>:<fpage>57</fpage>&#x2013;<lpage>64</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/neu.2019.35</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramasubbu</surname> <given-names>R</given-names>
</name>
<name>
<surname>Lang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kiss</surname> <given-names>ZHT</given-names>
</name>
</person-group>. <article-title>Dosing of electrical parameters in deep brain stimulation (DBS) for intractable depression: A review of clinical studies</article-title>. <source>Front Psychiatry</source>. (<year>2018</year>) <volume>9</volume>:<elocation-id>302</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpsyt.2018.00302</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heyman-Kantor</surname> <given-names>R</given-names>
</name>
<name>
<surname>Cockerill</surname> <given-names>RG</given-names>
</name>
</person-group>. <article-title>Ethical issues in vagus nerve stimulation and deep brain stimulation</article-title>. <source>FOC</source>. (<year>2022</year>) <volume>20</volume>:<page-range>71&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1176/appi.focus.20210031</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="web">
<article-title>Premarket Approval (PMA)</article-title> . Available online at: <uri xlink:href="https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpma/pma.cfm?id=P970003">https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpma/pma.cfm?id=P970003</uri> (Accessed <access-date>April 22, 2024</access-date>)</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="web">
<article-title>Premarket Approval (PMA)</article-title> . Available online at: <uri xlink:href="https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpma/pma.cfm?id=p970003s050">https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpma/pma.cfm?id=p970003s050</uri> (Accessed <access-date>April 22, 2024</access-date>)</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nemeroff</surname> <given-names>CB</given-names>
</name>
<name>
<surname>Mayberg</surname> <given-names>HS</given-names>
</name>
<name>
<surname>Krahl</surname> <given-names>SE</given-names>
</name>
<name>
<surname>McNamara</surname> <given-names>J</given-names>
</name>
<name>
<surname>Frazer</surname> <given-names>A</given-names>
</name>
<name>
<surname>Henry</surname> <given-names>TR</given-names>
</name>
<etal/>
</person-group>. <article-title>VNS therapy in treatment-resistant depression: clinical evidence and putative neurobiological mechanisms</article-title>. <source>Neuropsychopharmacol</source>. (<year>2006</year>) <volume>31</volume>:<page-range>1345&#x2013;55</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/sj.npp.1301082</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Toffa</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Touma</surname> <given-names>L</given-names>
</name>
<name>
<surname>El Meskine</surname> <given-names>T</given-names>
</name>
<name>
<surname>Bouthillier</surname> <given-names>A</given-names>
</name>
<name>
<surname>Nguyen</surname> <given-names>DK</given-names>
</name>
</person-group>. <article-title>Learnings from 30 years of reported efficacy and safety of vagus nerve stimulation (VNS) for epilepsy treatment: A critical review</article-title>. <source>Seizure</source>. (<year>2020</year>) <volume>83</volume>:<page-range>104&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.seizure.2020.09.027</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giordano</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zicca</surname> <given-names>A</given-names>
</name>
<name>
<surname>Barba</surname> <given-names>C</given-names>
</name>
<name>
<surname>Guerrini</surname> <given-names>R</given-names>
</name>
<name>
<surname>Genitori</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Vagus nerve stimulation: Surgical technique of implantation and revision and related morbidity</article-title>. <source>Epilepsia</source>. (<year>2017</year>) <volume>58</volume>:<fpage>85</fpage>&#x2013;<lpage>90</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/epi.13678</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kahlow</surname> <given-names>H</given-names>
</name>
<name>
<surname>Olivecrona</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Complications of vagal nerve stimulation for drug-resistant epilepsy: A single center longitudinal study of 143 patients</article-title>. <source>Seizure</source>. (<year>2013</year>) <volume>22</volume>:<page-range>827&#x2013;33</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.seizure.2013.06.011</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thompson</surname> <given-names>SL</given-names>
</name>
<name>
<surname>O&#x2019;Leary</surname> <given-names>GH</given-names>
</name>
<name>
<surname>Austelle</surname> <given-names>CW</given-names>
</name>
<name>
<surname>Gruber</surname> <given-names>E</given-names>
</name>
<name>
<surname>Kahn</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Manett</surname> <given-names>AJ</given-names>
</name>
<etal/>
</person-group>. <article-title>A review of parameter settings for invasive and non-invasive vagus nerve stimulation (VNS) applied in neurological and psychiatric disorders</article-title>. <source>Front Neurosci</source>. (<year>2021</year>) <volume>15</volume>:<elocation-id>709436</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fnins.2021.709436</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rush</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Sackeim</surname> <given-names>HA</given-names>
</name>
<name>
<surname>Marangell</surname> <given-names>LB</given-names>
</name>
<name>
<surname>George</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Brannan</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Davis</surname> <given-names>SM</given-names>
</name>
<etal/>
</person-group>. <article-title>Effects of 12 months of vagus nerve stimulation in treatment-resistant depression: A naturalistic study</article-title>. <source>Biol Psychiatry</source>. (<year>2005</year>) <volume>58</volume>:<page-range>355&#x2013;63</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biopsych.2005.05.024</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>